Use case diagram based scenarios design for a biomedical time-series analysis web platform
Authors:
- 1 May 2016
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 310-315
Abstract
Biomedical time-series analysis deals with detection, classification and prediction of subjects' states and disorders. In this paper, we present requirements and scenarios of use for a novel web platform designed to analyze multivariate heterogeneous biomedical time-series. The scenarios of use are described with the corresponding UML Use Case Diagrams. We also discuss some architectural and technological issues, including parallelization, visualization and feature extraction from biomedical time-series. The goal of this paper is to present what we currently consider as the best approach for design of such a system, which may also be beneficial for similar biomedical software systems. The paper is focused on design and architectural considerations only, as implementation of the complex system has only just begun.Keywords
This publication has 8 references indexed in Scilit:
- A review of feature selection methods with applications2015
- A Product Line Architecture for Mobile Patient Monitoring System2015
- A Mobile Device System for Early Warning of ECG AnomaliesSensors, 2014
- Extension and detailed overview of the HRVFrame framework for heart rate variability analysis2013
- Highly comparative time-series analysis: the empirical structure of time series and their methodsJournal of The Royal Society Interface, 2013
- Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classificationBiomedical Signal Processing and Control, 2012
- Review and classification of variability analysis techniques with clinical applicationsBioMedical Engineering OnLine, 2011
- Software Module Clustering as a Multi-Objective Search ProblemIEEE Transactions on Software Engineering, 2010